The steel doors slammed shut with a clang that echoed in the confined space, making Maya jump. Her heart leaped into her throat. She fumbled for the button again, though she knew it wouldn't work. Beside her, Mark let out a low whistle.

The fluorescent lights flickered, casting the interior in an unsettling strobe. Maya felt a prickling sensation on her skin, as if a thousand tiny insects were crawling there. She clutched her handbag tighter, fingers digging into the leather.

“Well, this is… great,” Mark said, his voice a little too loud. Maya swallowed, trying to force the lump down. Three hours. She couldn't breathe.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

This story is one of 1,000 stories generated for the emotion afraid. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 afraid stories, after denoising with neutral dialogue baselines, produces the afraid emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the afraid vector is projected through the unembedding matrix.

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293